Internet of Things (iot) Device Identification on Corporate Networks via Adaptive Feature Set to Balance Computational Complexity and Model Bias

2. The method of claim 1, further comprising organizing the packet header information based upon their respective TCP or UDP bidirectional flows based on any or combination of Media Access Control (MAC) addresses contained within the packet header information, TCP or UDP ports contained within the packet header information, and Internet Protocol (IP) addresses contained within the packet header information.

5. The computer system of claim 4, wherein the instructions further cause the processing resource to organize the packet header information based upon their respective TCP or UDP bidirectional flows based on any or combination of Media Access Control (MAC) addresses contained within the packet header information, TCP or UDP ports contained within the packet header information, and Internet Protocol (IP) addresses contained within the packet header information.

6. The computer system of claim 4, wherein the variable-length feature set has a number of features determined by N, the number of packets from a given source to be evaluated for a given bidirectional flow, for a total of 2N packets evaluated per flow.

8. The computer system of claim 7, wherein the instructions further cause the processing resource to organize the packet header information based upon their respective TCP or UDP bidirectional flows based on any or combination of Media Access Control (MAC) addresses contained within the packet header information, TCP or UDP ports contained within the packet header information, and Internet Protocol (IP) addresses contained within the packet header information.

9. The computer system of claim 7, where the variable-length feature set has a number of features determined by N, the number of packets from a given source to be evaluated for a given bidirectional flow, for a total of 2N packets evaluated per flow.

11. The method of claim 10, further comprising organizing the packet header information based upon their respective TCP or UDP bidirectional flows based on any or combination of Media Access Control (MAC) addresses contained within the packet header information, TCP or UDP ports contained within the packet header information, and Internet Protocol (IP) addresses contained within the packet header information.

13. The computer system of claim 12, wherein the instructions further cause the processing resource to organize the packet header information based upon their respective TCP or UDP bidirectional flows based on any or combination of Media Access Control (MAC) addresses contained within the packet header information, TCP or UDP ports contained within the packet header information, and Internet Protocol (IP) addresses contained within the packet header information.

15. The computer system of claim 14, wherein the instructions further cause the processing resource to organize the packet header information based upon their respective TCP or UDP bidirectional flows based on any or combination of Media Access Control (MAC) addresses contained within the packet header information, TCP or UDP ports contained within the packet header information, and Internet Protocol (IP) addresses contained within the packet header information.